Interactive Python Dashboards with Plotly and Dash

 100 Days of Code Python Dr. Angela Yu [2022]

Natural Language Processing in TensorFlow

Bachelor of Science - BS

• Collaborated on multiple Python finance projects, including fetching financial data from the Yahoo API.
• Demonstrated expertise in Python and financial data analysis, consistently delivering high-quality results.
• Generated targeted leads by compiling lists of members from financial membership group websites.
• Received consistent 5/5 ratings for skills, quality, availability and proficiency.

Web Scraping Specialist (Python)

Led the development of a high-efficiency ETL pipeline, integrating Algolia, Firestore, and GCP, resulting in faster data processing.

Engineered a web scraper using Scrapy and Selenium, overcoming 5 types of anti-scraping measures, increasing data collection by 200% for TrueToForm (AI and 3D Body Measurement Startup).

Optimized product database management, implementing smart updates that reduced manual data entry while maintaining 50,000+ products.

Automated daily database updates on GCP, ensuring near real-time product availability for customers.

Utilized Pandas, NumPy, and JSON to streamline data formatting, cutting integration time with Algolia by 50% and improving search relevance.

Python Developer

Freelance Software Engineer

• Engineered web scraping solutions that navigate and extract data from 100+ complex university websites, achieving 95% accuracy in data collection for UK expansion project.

• Leveraged multi-tool scraping framework integrating Scrapy, Selenium, and Brightdata to design and implement scalable scraping solutions.

• Optimized data processing pipelines, reducing processing time by 25%, while maintaining data consistency and quality.

• Lead the development of adaptive extraction algorithms for 50+ diverse website structures, overcoming technical challenges and ensuring data completeness.

• Delivered critical data assets under aggressive timelines, contributing to successful UK market entry and 20% growth in The Discov's international user base within 6 months.

Data Scientist

Enthusiasm for technology and programming! My favourite pastime is teaching and producing guides because it enables me to consolidate my knowledge while benefiting all of my supporters. As I gain programming knowledge and skills, I will freely impart all of it.

Features Writer

‣ Developed a KMeans customer segmentation model 📊 and prediction algorithms using Linear Regression, Bagging, and AdaBoost, enhancing quote accuracy and enabling targeted marketing strategies. 
  
‣ Created interactive analytics dashboards with Plotly, delivering real-time insights 📈 into customer behavior and operational metrics, while cutting dashboard load times through efficient caching.

‣ Designed and implemented a scalable ETL pipeline for processing large datasets from SQL databases, optimizing data flow for advanced analytics and machine learning applications.

‣ Implemented rigorous data validation ✅ and performance monitoring for ML models, achieving 99% data accuracy and driving continuous improvement in predictive algorithms.

Python Developer | Backend Developer | Generative AI | Machine Learning

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